# Die/Dat Disambiguation on Europarl

Source: [Die/Dat Disambiguation on Europarl](<https://www.sota2.com/research/sota/die-dat-disambiguation-on-europarl>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:21:24.917Z

Evaluation of Die/Dat Disambiguation performance on the Europarl corpus, measured using Accuracy (ACC) and F1 score.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Die/Dat Disambiguation |
| Dataset (including any stated split) | Europarl |
| Metric | ACC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [ACC](<https://www.sota2.com/research/sota/die-dat-disambiguation-on-europarl.md?metric=ACC>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/die-dat-disambiguation-on-europarl.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ACC | Result date | Report paper |
| --- | --- | --- | --- |
| RobBERT v2 | 99.232 | Not recorded | 68fa68551e209131cea1b933 |
| RobBERT v1 | 98.406 | Not recorded | 68fa68551e209131cea1b933 |
| mBERT | 98.285 | Not recorded | 68fa68551e209131cea1b933 |
| BERTje | 98.268 | Not recorded | 68fa68551e209131cea1b933 |
| Baseline | 75.03 | Not recorded | 68fa68551e209131cea1b933 |

### RobBERT v2

ACC: 99.232. Result ID: 698d6b748b517eb433215d05.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68551e209131cea1b933.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68551e209131cea1b933.md>)

[Implementation](<https://github.com/iPieter/RobBERT>)

Recorded evaluation configuration: {"Training":"Fine-tuned"}. This record does not assert independent reproduction.

### RobBERT v1

ACC: 98.406. Result ID: 698d6b748b517eb433215d04.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68551e209131cea1b933.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68551e209131cea1b933.md>)

[Implementation](<https://github.com/iPieter/RobBERT>)

Recorded evaluation configuration: {"Training":"Fine-tuned"}. This record does not assert independent reproduction.

### mBERT

ACC: 98.285. Result ID: 698d6b748b517eb433215d02.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68551e209131cea1b933.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Training":"Fine-tuned"}. This record does not assert independent reproduction.

### BERTje

ACC: 98.268. Result ID: 698d6b748b517eb433215d03.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68551e209131cea1b933.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Implementation](<https://github.com/wietsedv/bertje>)

Recorded evaluation configuration: {"Training":"Fine-tuned"}. This record does not assert independent reproduction.

### Baseline

ACC: 75.03. Result ID: 698d6b748b517eb433215d01.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68551e209131cea1b933.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c111e209131cea31e01.md>)

Recorded evaluation configuration: {"Training":"Fine-tuned"}. This record does not assert independent reproduction.

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